A systematic computational analysis of biosynthetic gene cluster evolution: lessons for engineering biosynthesis.

by Marnix H Medema, Peter Cimermancic, Andrej Sali, Eriko Takano, Michael A Fischbach
Published 2014-12-01

Expansion of RiPP biosynthetic space through integration of pan-genomics and machine learning uncovers a novel class of lanthipeptides.

by Alexander M Kloosterman, Peter Cimermancic, Somayah S Elsayed, Chao Du, Michalis Hadjithomas, Mohamed S Donia, Michael A Fischbach, Gilles P van Wezel, Marnix H Medema
Published 2020-12-01

Immunoproteasome functions explained by divergence in cleavage specificity and regulation

by Michael B Winter, Florencia La Greca, Shirin Arastu-Kapur, Francesco Caiazza, Peter Cimermancic, Tonia J Buchholz, Janet L Anderl, Matthew Ravalin, Markus F Bohn, Andrej Sali, Anthony J O'Donoghue, Charles S Craik
Published 2017-11-01

Comparative analysis of machine learning approaches to classify tumor mutation burden in lung adenocarcinoma using histopathology images

by Apaar Sadhwani, Huang-Wei Chang, Ali Behrooz, Trissia Brown, Isabelle Auvigne-Flament, Hardik Patel, Robert Findlater, Vanessa Velez, Fraser Tan, Kamilla Tekiela, Ellery Wulczyn, Eunhee S. Yi, Craig H. Mermel, Debra Hanks, Po-Hsuan Cameron Chen, Kimary Kulig, Cory Batenchuk, David F. Steiner, Peter Cimermancic
Published 2021-08-01